thal = fixed_defect [4 6]
|	ca <= 0.500000 [4 0]: negative
|	ca > 0.500000 [0 6]: positive
thal = normal [84 19]
|	thalach <= 111.500000 [0 4]: positive
|	thalach > 111.500000 [84 15]
|	|	age <= 55.500000 [56 4]
|	|	|	trestbps <= 113.500000 [9 3]
|	|	|	|	oldpeak <= 0.300000 [3 3]
|	|	|	|	|	cp = typ_angina [0 0]: negative
|	|	|	|	|	cp = asympt [0 2]: positive
|	|	|	|	|	cp = non_anginal [1 1]
|	|	|	|	|	|	age <= 44.000000 [1 0]: negative
|	|	|	|	|	|	age > 44.000000 [0 1]: positive
|	|	|	|	|	cp = atyp_angina [2 0]: negative
|	|	|	|	oldpeak > 0.300000 [6 0]: negative
|	|	|	trestbps > 113.500000 [47 1]
|	|	|	|	oldpeak <= 3.550000 [47 0]: negative
|	|	|	|	oldpeak > 3.550000 [0 1]: positive
|	|	age > 55.500000 [28 11]
|	|	|	chol <= 248.500000 [14 1]
|	|	|	|	oldpeak <= 2.800000 [14 0]: negative
|	|	|	|	oldpeak > 2.800000 [0 1]: positive
|	|	|	chol > 248.500000 [14 10]
|	|	|	|	sex = female [13 3]
|	|	|	|	|	cp = typ_angina [1 0]: negative
|	|	|	|	|	cp = asympt [3 3]
|	|	|	|	|	|	age <= 58.000000 [2 0]: negative
|	|	|	|	|	|	age > 58.000000 [1 3]
|	|	|	|	|	|	|	chol <= 362.000000 [0 3]: positive
|	|	|	|	|	|	|	chol > 362.000000 [1 0]: negative
|	|	|	|	|	cp = non_anginal [7 0]: negative
|	|	|	|	|	cp = atyp_angina [2 0]: negative
|	|	|	|	sex = male [1 7]
|	|	|	|	|	age <= 65.500000 [0 5]: positive
|	|	|	|	|	age > 65.500000 [1 2]
|	|	|	|	|	|	age <= 66.500000 [1 0]: negative
|	|	|	|	|	|	age > 66.500000 [0 2]: positive
thal = reversable_defect [20 67]
|	cp = typ_angina [3 1]
|	|	oldpeak <= 0.700000 [0 1]: positive
|	|	oldpeak > 0.700000 [3 0]: negative
|	cp = asympt [5 53]
|	|	oldpeak <= 0.650000 [5 10]
|	|	|	chol <= 240.500000 [5 2]
|	|	|	|	chol <= 192.000000 [1 2]
|	|	|	|	|	age <= 62.000000 [0 2]: positive
|	|	|	|	|	age > 62.000000 [1 0]: negative
|	|	|	|	chol > 192.000000 [4 0]: negative
|	|	|	chol > 240.500000 [0 8]: positive
|	|	oldpeak > 0.650000 [0 43]: positive
|	cp = non_anginal [9 10]
|	|	oldpeak <= 1.900000 [9 5]
|	|	|	trestbps <= 122.500000 [6 0]: negative
|	|	|	trestbps > 122.500000 [3 5]
|	|	|	|	chol <= 232.500000 [3 1]
|	|	|	|	|	trestbps <= 129.000000 [0 1]: positive
|	|	|	|	|	trestbps > 129.000000 [3 0]: negative
|	|	|	|	chol > 232.500000 [0 4]: positive
|	|	oldpeak > 1.900000 [0 5]: positive
|	cp = atyp_angina [3 3]
|	|	age <= 47.000000 [2 0]: negative
|	|	age > 47.000000 [1 3]
|	|	|	trestbps <= 109.000000 [1 0]: negative
|	|	|	trestbps > 109.000000 [0 3]: positive
<Predictions for the Test Set Instances>
1: Actual: negative Predicted: negative
2: Actual: negative Predicted: positive
3: Actual: negative Predicted: positive
4: Actual: negative Predicted: negative
5: Actual: negative Predicted: positive
6: Actual: negative Predicted: negative
7: Actual: negative Predicted: negative
8: Actual: negative Predicted: negative
9: Actual: negative Predicted: negative
10: Actual: negative Predicted: negative
11: Actual: negative Predicted: negative
12: Actual: negative Predicted: negative
13: Actual: negative Predicted: positive
14: Actual: negative Predicted: positive
15: Actual: negative Predicted: negative
16: Actual: negative Predicted: positive
17: Actual: negative Predicted: negative
18: Actual: negative Predicted: negative
19: Actual: negative Predicted: positive
20: Actual: negative Predicted: negative
21: Actual: negative Predicted: negative
22: Actual: negative Predicted: negative
23: Actual: negative Predicted: negative
24: Actual: negative Predicted: negative
25: Actual: negative Predicted: negative
26: Actual: negative Predicted: negative
27: Actual: negative Predicted: negative
28: Actual: negative Predicted: negative
29: Actual: negative Predicted: positive
30: Actual: negative Predicted: negative
31: Actual: negative Predicted: negative
32: Actual: negative Predicted: positive
33: Actual: negative Predicted: negative
34: Actual: negative Predicted: negative
35: Actual: negative Predicted: negative
36: Actual: negative Predicted: negative
37: Actual: negative Predicted: negative
38: Actual: negative Predicted: negative
39: Actual: negative Predicted: negative
40: Actual: negative Predicted: negative
41: Actual: negative Predicted: negative
42: Actual: negative Predicted: negative
43: Actual: negative Predicted: negative
44: Actual: negative Predicted: negative
45: Actual: negative Predicted: positive
46: Actual: negative Predicted: negative
47: Actual: negative Predicted: negative
48: Actual: negative Predicted: negative
49: Actual: negative Predicted: negative
50: Actual: negative Predicted: negative
51: Actual: negative Predicted: positive
52: Actual: negative Predicted: positive
53: Actual: negative Predicted: negative
54: Actual: negative Predicted: negative
55: Actual: negative Predicted: negative
56: Actual: negative Predicted: negative
57: Actual: negative Predicted: negative
58: Actual: positive Predicted: positive
59: Actual: positive Predicted: negative
60: Actual: positive Predicted: negative
61: Actual: positive Predicted: positive
62: Actual: positive Predicted: positive
63: Actual: positive Predicted: positive
64: Actual: positive Predicted: positive
65: Actual: positive Predicted: positive
66: Actual: positive Predicted: negative
67: Actual: positive Predicted: negative
68: Actual: positive Predicted: negative
69: Actual: positive Predicted: negative
70: Actual: positive Predicted: positive
71: Actual: positive Predicted: positive
72: Actual: positive Predicted: negative
73: Actual: positive Predicted: positive
74: Actual: positive Predicted: negative
75: Actual: positive Predicted: negative
76: Actual: positive Predicted: positive
77: Actual: positive Predicted: positive
78: Actual: positive Predicted: positive
79: Actual: positive Predicted: negative
80: Actual: positive Predicted: positive
81: Actual: positive Predicted: negative
82: Actual: positive Predicted: negative
83: Actual: positive Predicted: positive
84: Actual: positive Predicted: negative
85: Actual: positive Predicted: positive
86: Actual: positive Predicted: positive
87: Actual: positive Predicted: negative
88: Actual: positive Predicted: negative
89: Actual: positive Predicted: positive
90: Actual: positive Predicted: positive
91: Actual: positive Predicted: negative
92: Actual: positive Predicted: positive
93: Actual: positive Predicted: positive
94: Actual: positive Predicted: negative
95: Actual: positive Predicted: negative
96: Actual: positive Predicted: positive
97: Actual: positive Predicted: negative
98: Actual: positive Predicted: positive
99: Actual: positive Predicted: positive
100: Actual: positive Predicted: negative
101: Actual: positive Predicted: positive
102: Actual: positive Predicted: positive
103: Actual: positive Predicted: negative
Number of correctly classified: 70 Total number of test instances: 103